{"id":"W2051696423","doi":"10.1007/s00010-008-2931-0","title":"On the utility of gambling: extending the approach of Meginniss (1976)","year":2008,"lang":"en","type":"article","venue":"Aequationes Mathematicae","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Waterloo","funders":"","keywords":"Mathematics; Mathematical economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003196009,0.001377361,0.001470366,0.003369062,0.001262889,0.002922822,0.00214151,0.002888319,0.01058346],"category_scores_gemma":[0.01105293,0.0004545189,0.001099603,0.00302002,0.00875877,0.006456533,0.002867062,0.004213437,0.0008756079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003240712,"about_ca_system_score_gemma":0.002820231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443316,"about_ca_topic_score_gemma":0.00419237,"domain_scores_codex":[0.9984865,0.0009905313,0.00005382003,0.0001279292,0.0002361798,0.0001050572],"domain_scores_gemma":[0.9930463,0.005890572,0.0001807593,0.0003429502,0.0003915908,0.0001478106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000156077,0.00003450826,0.000204115,0.00005368236,0.000009141755,0.0000233115,0.0001417959,0.002441255,0.00002496379,0.9824698,0.001794464,0.01278733],"study_design_scores_gemma":[0.000007078939,0.00001018625,0.0001746107,0.0000413963,0.000006202517,0.00003066789,0.00004712018,0.002502444,0.00001949338,0.9922544,0.004901145,0.000005327292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02016923,0.03220934,0.4756368,0.04502648,0.0008630972,0.0002089027,0.0005217835,0.0000943836,0.42527],"genre_scores_gemma":[0.80861,0.03577768,0.1123768,0.006686382,0.002061802,0.0007502517,0.0001619244,0.0001052724,0.03346993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01058346,"threshold_uncertainty_score":0.03540522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3954369412777804,"score_gpt":0.4146070724312944,"score_spread":0.01917013115351396,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}